The Neuro-Fuzzy Controller for Handover Operation in Mobile Networks

被引：0
|
作者：
Semenova, Olena [1 ]
Semenov, Andriy [2 ]
机构：
[1] Vinnytsia Natl Tech Univ, Dept Telecommun Syst & Televis, Vinnytsia, Ukraine
[2] Vinnytsia Natl Tech Univ, Dept Radio Frequency Engn, Vinnytsia, Ukraine
来源：
2017 IEEE FIRST UKRAINE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (UKRCON) | 2017年
关键词：
fuzzy controller; neural network; ANFIS; mobile; handover;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The paper proposes using a neuro-fuzzy controller in mobile networks for improving the handover process. An architecture of the neuro-fuzzy controller was developed. Linguistic variables, terms and membership functions for input and output values were defined. A rules base was developed. The operation of the neuro-fuzzy controller was simulated and trained.
引用
收藏
页码：806 / +
页数：7
相关论文
共 50 条
  • [1] The Neuro-Fuzzy Controller for Routing in Telecommunication Networks
    Semenova, Olena
    Semenov, Andriy
    [J]. 2017 SECOND INTERNATIONAL CONFERENCE ON INFORMATION AND TELECOMMUNICATION TECHNOLOGIES AND RADIO ELECTRONICS (UKRMICO), 2017,
  • [2] Adaptive neuro-fuzzy controller for navigation of mobile robot
    Godjevac, J
    Steele, N
    [J]. 1ST INTERNATIONAL SYMPOSIUM ON NEURO-FUZZY SYSTEMS - AT'96, CONFERENCE REPORT, 1996, : 111 - 119
  • [3] Neuro-Fuzzy Controller for Autonomous Navigation of Mobile Robots
    Melingui, A.
    Merzouki, R.
    Mbede, J. B.
    [J]. 2014 IEEE CONFERENCE ON CONTROL APPLICATIONS (CCA), 2014, : 1052 - 1057
  • [4] Design and Implementation of Fuzzy and Neuro-Fuzzy controller for Mobile Robot Navigation
    Borole, Bhagyashree P.
    Jadhav, Sharad P.
    Waje, Poonam
    [J]. 2016 IEEE 7TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2016,
  • [5] A neuro-fuzzy controller for mobile robot navigation and multirobot convoying
    Ng, KC
    Trivedi, MM
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1998, 28 (06): : 829 - 840
  • [6] Neuro-fuzzy approach to diagnosis of electrical networks operation
    Janik, Przemyslaw
    Lobos, Tadeusz
    Waclawek, Zbigniew
    [J]. PROCEEDINGS OF THE 41ST INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1 AND 2, 2006, : 650 - +
  • [7] A VLSI neuro-fuzzy controller
    Sadati, N
    Mohseni, H
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 1999, 5 (03): : 239 - 255
  • [8] Access Neuro-Fuzzy Controller for W-CDMA Networks
    Semenova, Olena
    Semenov, Andriy
    Kulakov, Pavel
    [J]. 2017 4TH INTERNATIONAL SCIENTIFIC-PRACTICAL CONFERENCE PROBLEMS OF INFOCOMMUNICATIONS-SCIENCE AND TECHNOLOGY (PIC S&T), 2017, : 38 - 41
  • [9] Hierarchical neuro-fuzzy call admission controller for ATM networks
    Chatovich, A
    Oktug, S
    Dündar, G
    [J]. COMPUTER COMMUNICATIONS, 2001, 24 (11) : 1031 - 1044
  • [10] Neuro-fuzzy controller and convention controller: A comparison
    Shujace, K
    Sarathy, S
    Nicholson, R
    George, R
    [J]. MULTIMEDIA, IMAGE PROCESSING AND SOFT COMPUTING: TRENDS, PRINCIPLES AND APPLICATIONS, 2002, 13 : 207 - 213
12345